RetainAIO: Refund Protection
Claude Sonnet AI agent detects refund risk on every Shopify order and acts automatically. Full reasoning transparency, HITL escalation, zero manual work.
AI agent that detects refund risk on every order and acts before the request arrives.
RetainAIO deploys a Claude Sonnet AI agent that monitors every Shopify order for refund risk. When a customer doesn't engage, the agent evaluates order value, history, and behavior signals — then sends a perfectly timed recovery email automatically. Every decision is logged with a plain-English reasoning string. When confidence falls below 70%, the action goes to your review queue. No black box. No rules. AI reasoning on every order.
RetainAIO deploys a Claude Sonnet AI agent that monitors every Shopify order for refund risk. When a customer doesn't engage, the agent evaluates order value, history, and behavior signals — then sends a perfectly timed recovery email automatically.
Every decision is logged with a plain-English reasoning string. When confidence falls below 70%, the action goes to your review queue. No black box. No rules. AI reasoning on every order.
more
- Claude Sonnet agent scores every order for refund risk — reasoning, not rules
- Behavior signal learning — adapts based on every open, click, and ignore
- Full reasoning transparency — every decision explained in plain English
- HITL escalation — low-confidence decisions escalated to merchant review
- A/B template testing — agent auto-promotes the best-performing variant